SAM-X: sorting algorithm for musculoskeletal x-ray radiography.

Florian HinterwimmerSarah ConsalvoNikolas WilhelmFritz SeidlRainer H H BurgkartRüdiger von Eisenhart-RotheDaniel RueckertJan Neumann

Published in: European radiology (2022)

• Classification of large radiograph datasets according to their anatomical entity. • Paramount importance of structuring vast amounts of retrospective data for modern deep learning applications. • Optimization of the radiological workflow and increase in efficiency as well as decrease of time-consuming tasks for radiologists through deep learning.

Keyphrases

deep learning
artificial intelligence
big data
electronic health record
convolutional neural network
machine learning
high resolution
working memory
cross sectional
image quality
rna seq
mass spectrometry
neural network